Laravel Vector Search with pgvector: What Breaks in Production
How Laravel 13 vector search really works, from whereVectorSimilarTo down to the pgvector SQL, plus the HNSW filtering bug that silently thins your results.
The AI-First Future Starts Here
Notes from production Laravel work at Contrive Solutions: postmortems on Laravel macros and on adding vector search to a Laravel app, plus how to validate API input with form requests. Written by the team behind 60+ Laravel projects since 2014.
How Laravel 13 vector search really works, from whereVectorSimilarTo down to the pgvector SQL, plus the HNSW filtering bug that silently thins your results.
How Laravel macros add methods to a class at runtime with the Macroable trait, with examples and where to register them in your app.
Stop Laravel Form Requests from redirecting when API validation fails, and return a proper error response with the right status code.
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